VAX: Using Existing Video and Audio-based Activity Recognition Models to Bootstrap Privacy-Sensitive Sensors

P Patidar, M Goel, Y Agarwal - Proceedings of the ACM on Interactive …, 2023 - dl.acm.org
The use of audio and video modalities for Human Activity Recognition (HAR) is common,
given the richness of the data and the availability of pre-trained ML models using a large …

Location-Independent Doppler Sensing System for Device-Free Daily Living Activity Recognition

S Misaki, M Yoshida, H Choi, T Matsui… - IEEE …, 2023 - ieeexplore.ieee.org
The recent advancements in sensing technology have opened up the possibilities for
various services that support daily life, such as energy-saving home appliance control. To …

User Involvement in Training Smart Home Agents: Increasing Perceived Control and Understanding

LN Sieger, J Hermann, A Schomäcker… - Proceedings of the 10th …, 2022 - dl.acm.org
Smart home systems contain plenty of features that enhance wellbeing in everyday life
through artificial intelligence (AI). However, many users feel insecure because they do not …

An elderly monitoring system based on multiple ultra-sensitive vibration and pneumatic sensors

S Shao, K Yamamoto, N Kubota - Journal of Advanced …, 2021 - jstage.jst.go.jp
In recent years, aging of the population has become a major social problem. Various types
of sensor networks have been applied to elderly monitoring for addressing the care …

An Examination of Learning Data for Behavior Identification and Range Expansion Using Doppler Sensor

K Sonohara, H Tubokawa - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In recent years, the rate of older people has been increasing with the aging of population. In
such a situation, many elderly people suffer injuries from falls every year. In the case of living …

Monitoring wheelchair users in care facilities with BLE beacons attached to wheels

Y Ogane, Y Enokibori, K Kaji - 2021 Thirteenth International …, 2021 - ieeexplore.ieee.org
As the human life span continues to increase due, the shortage of caregivers in nursing
homes has become critical. In elderly nursing homes, health is maintained by good nutrition …

A Method for Estimating the Number of Steps Taken Using a BLE Beacon Attached to the Soles of Footwear

Y Ogane, Y Enokibori, K Kaji - Human Activity and Behavior …, 2024 - taylorfrancis.com
The increase in life expectancy fueled by the development of medical technology and the
aging of the world's populations have created a labor shortage in the nursing care industry …

BLE ビーコンを用いた車椅子使用者における活動量及び自走・介助の判定手法

大鐘勇輝, 榎堀優, 梶克彦 - マルチメディア, 分散協調とモバイル …, 2021 - ipsj.ixsq.nii.ac.jp
論文抄録 医療技術の発達により人の寿命は年々伸び, これに伴う高齢化によって介護業界の人手
不足が社会問題となっている. 高齢者介護施設では日常生活の介助の他に, 食事や運動による健康 …

マルチモーダルセンシングに基づく料理中のマイクロ行動認識の提案

石山時宗, 松井智一, 藤本まなと, 諏訪博彦… - 2021 年度情報処理 …, 2021 - ipsj.ixsq.nii.ac.jp
論文抄録 現在, 設置型センサによる行動認識は, カメラや人感センサを用いる手法が提案されて
いる. しかし, これら既存手法では, 料理行動など動作が複合される行動 (マイクロ行動) …